Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9377163 0.9379817 0.9907458 0.9291580 NA
bt 0.8823529 0.9444279 0.9323821 0.7408415 NA
maxnet 0.6470588 0.9356778 0.7659386 0.4177553 NA
gam 0.7670127 0.8805163 0.7918634 0.4748760 0.1723723
glm 0.6885813 0.8873888 0.7035768 0.3710691 0.1983963

Variable Importance